陈雪锦






Email: xjchen99@ustc.edu.cn

个人主页:http://staff.ustc.edu.cn/~xjchen99


主要研究方向:计算机图形学、计算机视觉、多媒体内容分析等



陈雪锦,教授,博士生导师。20032008年分别获得中国科学技术大学学士学位、电路与系统专业博士学位。2008年至2010年于耶鲁大学计算机系从事博士后研究,曾于斯坦福大学、微软亚洲研究院任访问学者。主要研究方向为计算机图形学、计算机视觉、生物图像分析等。在ACM Trans. GraphIEEE TMIACM SIGGRAPHCVPRNeurips等国际高水平学术期刊和会议上发表论文70余篇。承担国家自然科学基金面上项目、重点项目子课题、微软、腾讯等校企合作项目8项。


曾获奖励:

2022年中国图象图形学学会“石青云女科学家”奖

2019年安徽省教学成果特等奖

2017年安徽省教学成果一等奖

2021年全国几何设计与计算大会最佳论文

2019Computational Visual Media期刊年度最佳论文提名


主要经历:

19999~20037月,中国科学技术大学,获电子与信息工程学士学位。

20039~20088月,中国科学技术大学-微软亚洲研究院联合培养,获电路与系统博士学位。

200811~20108月,美国耶鲁大学,博士后,计算机图形学。

20172-8月,斯坦福大学计算机系,访问副教授。 

20108~20221月,中国科学技术大学,副教授、硕士生导师。

20222~至今,中国科学技术大学,教授、博士生导师。


近年来发表论文:

[1] Binxin Yang, Shuyang Gu, Bo Zhang, Ting Zhang, Xuejin Chen, Xiaoyan Sun, Dong Chen, Fang Wen,Paint by Example: Exemplar-based Image Editing with Diffusion Models, CVPR 2023.

[2] Binxin Yang, Xuejin Chen*, Chaoqun Wang, Chi Zhang, Zihan Chen, Xiaoyan Sun, Semantics-Preserving Sketch Embedding for Face Generation, IEEE Trans. Multimedia, 2023.

[3] Jie Zhao, Xuejin Chen*, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu, Graph Representation Learning for Large-scale Neuronal Morphological Analysis, IEEE Transactions on Neural Networks and Learning Systems, 2022

[4] Wei Huang, Chang Chen, Zhiwei Xiong, Yueyi Zhang, Xuejin Chen, Xiaoyan Sun, Semi-Supervised Neuron Segmentation via Reinforced Consistency Learning, IEEE Trans. Medical Imaging, vol. 41(22), pp 3016-3028, 2022

[5] Chi Zhang, Qihua Chen, Xuejin Chen*, Self-Supervised Learning of Morphological Representation for 3D EM Segments with Cluster-Instance Correlations, MICCAI, 2022

[6] Chaoqun Wang, Shaobo Min, Xuejin Chen*, Xiaoyan Sun, Houqiang Li, Dual Progressive Prototype Network for Generalized Zero-Shot Learning, NeurIPS, 2021

[7] Xuejin Chen, Chi Zhang, Jie Zhao, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu, Weakly Supervised Neuron Reconstruction from Optical Microscopy Images with Morphological Priors, Accepted by IEEE Trans. Medical Imaging, 2021.

[8] Jie Zhao, Xuejin Chen*, Zhiwei Xiong, Dong Liu, Junjie Zeng, Chaoyu Xie, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu, Neuronal population reconstruction from ultra-scale optical microscopy images via progressive learning, IEEE Trans. on Medical Imaging, vol 39(12), pp 4034-4046, 2020.

[9] Kaizhi Yang and Xuejin Chen*, Unsupervised Learning for Cuboid Shape Abstraction via Joint Segmentation from Point Clouds, ACM SIGGRAPH 2021.

[10] Xiaotian Chen, Yuwang Wang, Xuejin Chen, Wenjun Zeng, S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation, CVPR 2021 (Oral).

[11] Xuejin Chen, Xiaotian Chen, Yiteng Zhang, Xueyang Fu, Zheng-Jun Zha, Laplacian Pyramid Neural Network for Dense Continuous-Value Regression for Complex Scenes, IEEE TNNLS, 2021.

[12] Chaoqun Wang, Xuejin Chen*, Shaobo Min, Jiaping Wang, Zheng-Jun Zha, Structure-Guided Deep Video Inpainting, IEEE Trans. Circuits and Systems for Video Technology, vol. 31(8), 2953-2965, 2021.

[13] Shaobo Min, Xuejin Chen*, Hongtao Xie*, Zheng-Jun Zha, Yongdong Zhang, A Mutually Attentive Co-training Framework for Semi-supervised Recognition, IEEE Trans. on Multimedia, vol. 23, 899-910, 2021.

[14] Chaoqun Wang, Xuejin Chen*, Shaobo Min, Xiaoyan Sun, Houqiang Li, Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning, AAAI 2021.

[15] Yuhang Li, Xuejin Chen*, Binxin Yang, Zhihua Cheng, Zihan Chen, Zheng-Jun Zha, DeepFacePencil: Creating Face Images from Freehand Sketches, ACM Multimedia 2020.

[16] Weijie Xi and Xuejin Chen*, Reconstructing piecewise planar scenes with multi-view regularization. Comput. Vis. Media 5(4): 337-345, 2019 (Honorable Mention Award).

[17] Kai Cheng, Yiting Ma, Bin Sun, Yang Li, Xuejin Chen*, Depth Estimation for Colonoscopy Images with Self-supervised Learning from Videos, MICCAI (6),119-128, 2021.

[18] Siqi Wu, Chang Chen, Zhiwei Xiong, Xuejin Chen, Xiaoyan Sun, Uncertainty-Aware Label Rectification for Domain Adaptive Mitochondria Segmentation. MICCAI (3), 191-200, 2021.

[19] Yiting Ma, Xuejin Chen*, Kai Cheng, Yang Li, Bin Sun, LDPolypVideo Benchmark: A Large-Scale Colonoscopy Video Dataset of Diverse Polyps, MICCAI (5), 387-396, 2021.

[20] Xiaoyu Liu, Yueyi Zhang, Zhiwei Xiong, Chang Chen, Wei Huang, Xuejin Chen, Feng Wu: Learning Neuron Stitching for Connectomics, MICCAI, 435-444, 2021.